Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning

Fabio Cozman
Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:102-110, 2019.

Abstract

Graphoid properties attempt to capture the most important features of abstract “independence”. We examine which semi-graphoid properties are satisfied by various concepts of independence for credal sets; we focus on variants of epistemic, confirmational, and type-5 independence that are based on regular conditioning.

Cite this Paper


BibTeX
@InProceedings{pmlr-v103-cozman19b, title = {Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning}, author = {Cozman, Fabio}, booktitle = {Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications}, pages = {102--110}, year = {2019}, editor = {De Bock, Jasper and de Campos, Cassio P. and de Cooman, Gert and Quaeghebeur, Erik and Wheeler, Gregory}, volume = {103}, series = {Proceedings of Machine Learning Research}, month = {03--06 Jul}, publisher = {PMLR}, pdf = {http://proceedings.mlr.press/v103/cozman19b/cozman19b.pdf}, url = {http://proceedings.mlr.press/v103/cozman19b.html}, abstract = {Graphoid properties attempt to capture the most important features of abstract “independence”. We examine which semi-graphoid properties are satisfied by various concepts of independence for credal sets; we focus on variants of epistemic, confirmational, and type-5 independence that are based on regular conditioning.} }
Endnote
%0 Conference Paper %T Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning %A Fabio Cozman %B Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications %C Proceedings of Machine Learning Research %D 2019 %E Jasper De Bock %E Cassio P. de Campos %E Gert de Cooman %E Erik Quaeghebeur %E Gregory Wheeler %F pmlr-v103-cozman19b %I PMLR %P 102--110 %U http://proceedings.mlr.press/v103/cozman19b.html %V 103 %X Graphoid properties attempt to capture the most important features of abstract “independence”. We examine which semi-graphoid properties are satisfied by various concepts of independence for credal sets; we focus on variants of epistemic, confirmational, and type-5 independence that are based on regular conditioning.
APA
Cozman, F.. (2019). Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning. Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, in Proceedings of Machine Learning Research 103:102-110 Available from http://proceedings.mlr.press/v103/cozman19b.html.

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